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同面阵列电极敏感场优化方法OACSTPCD

Sensitivity Field Optimization Method for Coplanar Array Electrodes

中文摘要英文摘要

同面阵列电极敏感场的非线性特性导致图像重建过程存在严重的不适定性,为提高同面3x4阵列电容成像系统的成像质量与稳定性,提出了一种数据降维并结合平方增敏的方法对敏感场进行优化.该方法依据最大熵原理实现敏感场的自适应降维寻优,重构得到的特征敏感场与实际敏感场具有更高的特征匹配度.另外,平方化的增敏方式可以增强敏感场特征数据与和非特征数据的对比度,同时还可以减弱敏感场矢量求解造成的特征边缘波动性.最后通过同面3x4阵列电容成像系统,设计了多组实验对所提优化方法的有效性进行验证,结果表明敏感场优化后的重建图像质量与稳定性明显提高.

In order to improve the imaging quality and stability of the coplanar 3x4 array capacitive imaging system,a method of data dimensionality reduction combined with square sensitivity enhancement is proposed to optimize the sensitive field.The method is based on the principle of maximum entropy to realize the adaptive dimensionality reduction and optimization of the sensitive field,and the reconstructed feature sensitive field has higher feature matching with the actual sensitive field.In addition,the squared sensitivity enhancement method can enhance the contrast between the sensitive field feature data and the non-feature data,and can also attenuate the feature edge volatility caused by the sensitive field vector solution.Finally,the effectiveness of the proposed optimization method is verified by designing several sets of experiments with a coplanar 3x4 array capacitive imaging system,and the results show that the quality and stability of the reconstructed images are significantly improved after the sensitive field optimization.

温银堂;王凯;张玉燕;宗乐文;潘钊

燕山大学电气工程学院,河北秦皇岛 066004

无损检测电容成像同面阵列电容敏感场图像重建

non-destructive testingelectric capacitance imagingcoplanar array capacitancesensitive fieldimage reconstruction

《计量学报》 2024 (002)

222-230 / 9

河北省自然科学基金(F2021203024);河北省科技计划(216Z1704G)

10.3969/j.issn.1000-1158.2024.02.12

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